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Subscribe Now Will deep learning really live up to its promise? We don’t actually know. But if it’s going to, it will have to assimilate how classical computer science algorithms work.
One might imagine a past leader in computer science such as Donald Knuth exclaiming, “Algorithms should be deterministic.” That is, given any input, the output should be exact and known.
In a paper published today in the science journal Nature, DeepMind asserts that AlphaDev’s newly discovered algorithm achieves a 70% increase in efficiency for sorting short sequences of ...
Scientists have different ideas of how to prevent that Traditional computer algorithms tend to show bias in favor of men when they use entrance exam scores to predict a student’s college grades.
Computer science is foundational to learning about artificial intelligence, including thinking critically about AI’s ethics and impacts, data and algorithms, and equipping students to use ...
The focus is on the mathematical foundations of state-of-the-art AI and machine learning algorithms. Students with a computer science background are admitted into the Computational concentration.
Computer science fundamentals and programming: Data structures (stacks, queues, multi-dimensional arrays, trees, graphs), algorithms (searching, sorting, optimization, dynamic programming ...
Many algorithms try to mimic human learning processes, and in certain circumstances they operate more efficiently and effectively. “For simple rule-based tasks, algorithms can outdo humansanytime, ...
They also prepare you for a career full of innovation, insight and expertise. A degree in computer science incorporates both theoretical learning and practical experience. Through a full range of ...
For school leaders, artificial intelligence (AI) might feel like the latest shiny new thing to tackle in education. With ethical questions to reflect on, it may be shiny, but computer science teachers ...